Kernel-Based Phase Transfer Entropy with Enhanced Feature Relevance Analysis for Brain Computer Interfaces

Kernel-Based Phase Transfer Entropy with Enhanced Feature Relevance Analysis for Brain Computer Interfaces

Neural oscillations are present in the brain at different spatial and temporal scales, and they are linked to several cognitive functions. Furthermore, the information carried by their phases is fundamental for the coordination of anatomically distributed processing in the brain. The concept of phas...

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Bibliographic Details
Main Authors: Iván De La Pava Panche, Andrés Álvarez-Meza, Paula Marcela Herrera Gómez, David Cárdenas-Peña, Jorge Iván Ríos Patiño, Álvaro Orozco-Gutiérrez
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
transfer entropy
kernel methods
Renyi’s entropy
connectivity analysis
phase interactions
Online Access:https://www.mdpi.com/2076-3417/11/15/6689

Internet

https://www.mdpi.com/2076-3417/11/15/6689

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